Module enhanced_analytics 

Advanced Statistical Analytics for Dataset Quality Assessment

This module provides cutting-edge statistical analysis capabilities for datasets, including ML-based quality assessment, advanced statistical validation, and high-performance analytics using SIMD and GPU acceleration.

Structs

AdvancedDatasetAnalyzer

Advanced-advanced dataset analyzer with ML-based quality assessment

AdvancedQualityMetrics

Advanced dataset quality metrics

CorrelationInsights

Advanced correlation analysis insights

NormalityAssessment

Advanced normality assessment using multiple sophisticated tests

Functions

analyze_dataset_advanced

Convenience function for advanced dataset analysis

quick_quality_assessment

Convenience function for quick quality assessment